Jiachen Hou

ORCID: 0009-0007-9152-0771
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About
Contact & Profiles
Research Areas
  • Lung Cancer Diagnosis and Treatment
  • Ovarian cancer diagnosis and treatment
  • COVID-19 diagnosis using AI
  • Radiomics and Machine Learning in Medical Imaging
  • Advanced X-ray and CT Imaging
  • Maritime Navigation and Safety
  • Multiple and Secondary Primary Cancers
  • Anesthesia and Neurotoxicity Research
  • Lymphoma Diagnosis and Treatment
  • Pediatric Urology and Nephrology Studies
  • Advanced Algorithms and Applications
  • Lung Cancer Treatments and Mutations
  • Power Transformer Diagnostics and Insulation
  • Cancer Diagnosis and Treatment
  • Anesthesia and Sedative Agents
  • High voltage insulation and dielectric phenomena
  • Intraperitoneal and Appendiceal Malignancies
  • Ship Hydrodynamics and Maneuverability
  • Kidney Stones and Urolithiasis Treatments
  • Cervical Cancer and HPV Research
  • Aerosol Filtration and Electrostatic Precipitation
  • Optical Imaging and Spectroscopy Techniques

Fourth Affiliated Hospital of Guangxi Medical University
2023-2025

Dalian Naval Academy
2024

Xi'an Jiaotong University
2022

State Key Laboratory of Electrical Insulation and Power Equipment
2022

Second Affiliated Hospital of Jilin University
2020

Henan Cancer Hospital
2018

Columbia University Irving Medical Center
2018

Accurate segmentation of lung nodules is great significance for the early diagnosis cancer. However, due to diverse shapes and small sizes nodules, nodule a difficult task. In this paper, we propose an improved U-Net network called SMR-UNet, which integrates self-attention, multi-scale features residual structures segmentation. The framework replaces U-Net's convolutional units with ensure fast convergence, enhances network's global modeling capability Transformer, restores more detailed...

10.1109/access.2023.3264789 article EN cc-by-nc-nd IEEE Access 2023-01-01

The composition of kidney stones is related to the hardness stones. Knowing before surgery can help plan laser power and operation time percutaneous nephroscopic surgery. Moreover, patients be treated with medications if stone compounded by uric acid treatment, which relieve pain However, although literature generally reports analysis method base on dual-energy CT images, accuracy these methods not enough; they need manual delineation location, cannot analyze mixed stones.This study aimed...

10.2174/1573405620666230908111745 article EN cc-by Current Medical Imaging Formerly Current Medical Imaging Reviews 2023-09-11

The accurate and rapid segmentation of different categories lung nodules is great importance for the diagnosis early stage cancer to assist physicians in treatment disease. In process, there are various types with shape characteristics occupying small volumes, so process segmenting out challenging. DMC-UNet network proposed this paper an improved based on UNet. combines a lightweight residual structure, multiscale feature upsampling fusion X/Y Channel Attention Module Coordinate (CCA)...

10.1109/access.2023.3322437 article EN cc-by-nc-nd IEEE Access 2023-01-01

e15510 Background: Rising serum cancer antigen 125 (CA-125) trends within the “normal range” have been reported to be predictive of disease recurrence in patients with epithelial ovarian carcinoma. Pre-operative levels CA-125 shown correlate stage and prognosis uterine papillary serous carcinoma (UPSC). The clinical significance as a tumor marker UPSC is unclear. We hypothesize that rising remain below upper limit normal (< 35 U/mL) may predict UPSC. Methods: All underwent surgical staging...

10.1200/jco.2010.28.15_suppl.e15510 article EN Journal of Clinical Oncology 2010-05-20

As the essential equipment in ultra-high voltage direct current transmission systems, converter transformers provide an important role stable operation of power grid. During long-term transformers, aging and decomposition oil-paper insulation cause a great quantity metal non-metal solid particles transformer oil, which is one reasons for failure. The are affected by various forces among Coulomb force dominates their motion characteristics. charging process contacting electrode very...

10.1016/j.egyr.2022.08.123 article EN cc-by-nc-nd Energy Reports 2022-08-24
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